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Clinical NLP

646 directly classified papers

Papers per year

Papers

Detection of Cognitive Impairment And Alzheimer's Disease Using a Speech- and Language-Based Protocol INTERSPEECH 2024
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials SEMEVAL 2024
Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback ACL 2024
BD-NLP at SemEval-2024 Task 2: Investigating Generative and Discriminative Models for Clinical Inference with Knowledge Augmentation SEMEVAL 2024
Generalizing Clinical De-identification Models by Privacy-safe Data Augmentation using GPT-4 EMNLP 2024
R2V-MIF: Rule-to-Vector Contrastive Learning and Multi-channel Information Fusion for Therapy Recommendation IJCAI 2024
Lisbon Computational Linguists at SemEval-2024 Task 2: Using a Mistral-7B Model and Data Augmentation SEMEVAL 2024
Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024
Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification ACL 2024
FZI-WIM at SemEval-2024 Task 2: Self-Consistent CoT for Complex NLI in Biomedical Domain SEMEVAL 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024
Optimizing Relation Extraction in Medical Texts through Active Learning: A Comparative Analysis of Trade-offs EACL 2024
CMDL: A Large-Scale Chinese Multi-Defendant Legal Judgment Prediction Dataset ACL 2024
Motivational Interviewing Transcripts Annotated with Global Scores COLING 2024
MedQA-SWE - a Clinical Question & Answer Dataset for Swedish COLING 2024
Pinealai_StressIdent_LT-EDI@EACL2024: Minimal configurations for Stress Identification in Tamil and Telugu EACL 2024
0x.Yuan at SemEval-2024 Task 2: Agents Debating can reach consensus and produce better outcomes in Medical NLI task NAACL 2024
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NIPS 2024
Multi-Level Feedback Generation with Large Language Models for Empowering Novice Peer Counselors ACL 2024
FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy ACL 2024
Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition COLING 2024
Automatic Annotation Elaboration as Feedback to Sign Language Learners EACL 2024
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks ACL 2024
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering ACL 2024